Neolithic just means New Stone Age, of or relating to the cultural period beginning around 10,000 BCE and generally refers to the Old World. In the Americas the term Archaic is generally used rather than Neolithic. Neolithic points originating in North Africa, particularly Mali, are often mistaken for the Nodena arrowheads made by the Mississippian Culture , particularly the Quapaw Indians. of Arkansas.